29
2200:Engineering(比率: 35.9 %)
| DOI | タイトル | 著者 | ジャーナル | 発行年 | 科研費成果論文 |
|---|---|---|---|---|---|
| 10.1016/j.apenergy.2018.09.182 | Random Forest Regression For Online Capacity Estimation Of Lithium-Ion Batteries | Li, Yi; Zou, Changfu, 0000-0001-7119-6854; Berecibar, Maitane; Nanini-Maury, Elise, 0000-0003-0418-6458; Chan, Jonathan C.-W.; Van Den Bossche, Peter; Van Mierlo, Joeri; Omar, Noshin | Applied Energy | 2018 | NA |
| 10.1016/j.apenergy.2019.113626 | Remaining Useful Life Prediction Of Lithium-Ion Batteries Based On False Nearest Neighbors And A Hybrid Neural Network | Ma, Guijun; Zhang, Yong; Cheng, Cheng; Zhou, Beitong; Hu, Pengchao; Yuan, Ye, 0000-0001-7858-0437 | Applied Energy | 2019 | NA |
| 10.1016/j.apenergy.2019.114296 | Deep Convolutional Neural Networks With Ensemble Learning And Transfer Learning For Capacity Estimation Of Lithium-Ion Batteries | Shen, Sheng; Sadoughi, Mohammadkazem; Li, Meng; Wang, Zhengdao; Hu, Chao, 0000-0001-9228-7675 | Applied Energy | 2020 | NA |
| 10.1016/j.energy.2018.06.220 | Novel Battery State-Of-Health Online Estimation Method Using Multiple Health Indicators And An Extreme Learning Machine | Pan, Haihong; Lu, Zhiqiang; Wang, Huimin; Wei, Haiyan; Chen, Lin, 0000-0001-5927-571X | Energy | 2018 | NA |
| 10.1016/j.energy.2019.03.177 | Feature Parameter Extraction And Intelligent Estimation Of The State-Of-Health Of Lithium-Ion Batteries | Deng, Yuanwang; Ying, Hejie; E, Jiaqiang, 0000-0002-2820-0472; Zhu, Hao; Wei, Kexiang; Chen, Jingwei; Zhang, Feng; Liao, Gaoliang | Energy | 2019 | NA |
| 10.1016/j.est.2018.12.011 | Remaining Useful Life Prediction For Lithium-Ion Batteries Based On A Hybrid Model Combining The Long Short-Term Memory And Elman Neural Networks | Li, Xiaoyu; Zhang, Lei, 0000-0002-2095-1976; Wang, Zhenpo; Dong, Peng | Journal Of Energy Storage | 2019 | NA |
| 10.1016/j.est.2019.100817 | A Deep Learning Method For Online Capacity Estimation Of Lithium-Ion Batteries | Shen, Sheng; Sadoughi, Mohammadkazem; Chen, Xiangyi; Hong, Mingyi; Hu, Chao | Journal Of Energy Storage | 2019 | NA |
| 10.1016/j.jclepro.2018.09.065 | A Review Of State Of Health And Remaining Useful Life Estimation Methods For Lithium-Ion Battery In Electric Vehicles: Challenges And Recommendations | Lipu, M.S. Hossain; Hannan, M.A.; Hussain, Aini; Hoque, M.M.; Ker, Pin J.; Saad, M.H.M.; Ayob, Afida | Journal Of Cleaner Production | 2018 | NA |
| 10.1016/j.jclepro.2020.120813 | A Review Of The State Of Health For Lithium-Ion Batteries: Research Status And Suggestions | Tian, Huixin; Qin, Pengliang; Li, Kun; Zhao, Zhen | Journal Of Cleaner Production | 2020 | NA |
| 10.1016/j.joule.2019.11.018 | Battery Lifetime Prognostics | Hu, Xiaosong; Xu, Le; Lin, Xianke; Pecht, Michael | Joule | 2020 | NA |
| 10.1016/j.jpowsour.2018.10.019 | Towards A Smarter Battery Management System: A Critical Review On Battery State Of Health Monitoring Methods | Xiong, Rui, 0000-0003-4608-7597; Li, Linlin; Tian, Jinpeng | Journal Of Power Sources | 2018 | NA |
| 10.1016/j.jpowsour.2018.10.069 | State-Of-Health Estimation For Li-Ion Batteries By Combing The Incremental Capacity Analysis Method With Grey Relational Analysis | Li, Xiaoyu; Wang, Zhenpo; Zhang, Lei, 0000-0002-2095-1976; Zou, Changfu; Dorrell, David. D. | Journal Of Power Sources | 2019 | NA |
| 10.1016/j.jpowsour.2018.11.072 | A Data-Driven Remaining Capacity Estimation Approach For Lithium-Ion Batteries Based On Charging Health Feature Extraction | Guo, Peiyao, 0000-0001-7923-371X; Cheng, Ze; Yang, Lei | Journal Of Power Sources | 2019 | NA |
| 10.1016/j.jpowsour.2019.03.008 | Prognostic Health Condition For Lithium Battery Using The Partial Incremental Capacity And Gaussian Process Regression | Li, Xiaoyu; Wang, Zhenpo; Yan, Jinying | Journal Of Power Sources | 2019 | NA |
| 10.1016/j.jpowsour.2020.228069 | State-Of-Health Estimation And Remaining Useful Life Prediction For The Lithium-Ion Battery Based On A Variant Long Short Term Memory Neural Network | Li, Penghua; Zhang, Zijian; Xiong, Qingyu; Ding, Baocang; Hou, Jie; Luo, Dechao; Rong, Yujun; Li, Shuaiyong | Journal Of Power Sources | 2020 | NA |
| 10.1016/j.neucom.2019.09.074 | Remaining Useful Life Prediction Of Lithium-Ion Batteries With Adaptive Unscented Kalman Filter And Optimized Support Vector Regression | Xue, Zhiwei; Zhang, Yong, 0000-0002-1537-4588; Cheng, Cheng; Ma, Guijun | Neurocomputing | 2020 | NA |
| 10.1016/j.rser.2019.109254 | Data-Driven Health Estimation And Lifetime Prediction Of Lithium-Ion Batteries: A Review | Li, Yi; Liu, Kailong; Foley, Aoife M.; Zulke, Alana; Berecibar, Maitane; Nanini-Maury, Elise; Van Mierlo, Joeri; Hoster, Harry E. | Renewable And Sustainable Energy Reviews | 2019 | NA |
| 10.1016/j.rser.2019.109334 | State Estimation For Advanced Battery Management: Key Challenges And Future Trends | Hu, Xiaosong; Feng, Fei; Liu, Kailong; Zhang, Lei; Xie, Jiale; Liu, Bo | Renewable And Sustainable Energy Reviews | 2019 | NA |
| 10.1038/s41467-020-15235-7 | Identifying Degradation Patterns Of Lithium Ion Batteries From Impedance Spectroscopy Using Machine Learning | Zhang, Yunwei, 0000-0001-7856-9190; Tang, Qiaochu; Zhang, Yao, 0000-0003-3780-9711; Wang, Jiabin; Stimming, Ulrich; Lee, Alpha A. | Nature Communications | 2020 | NA |
| 10.1038/s41560-019-0356-8 | Data-Driven Prediction Of Battery Cycle Life Before Capacity Degradation | Severson, Kristen A., 0000-0002-0412-4217; Attia, Peter M., 0000-0003-4745-5726; Jin, Norman, 0000-0003-0624-1924; Perkins, Nicholas, 0000-0002-0445-8436; Jiang, Benben, 0000-0003-1288-3798; Yang, Zi, 0000-0003-3741-5720; Chen, Michael H., 0000-0003-4273-5817; Aykol, Muratahan, 0000-0001-6433-7217; Herring, Patrick K., 0000-0001-9922-1169; Fraggedakis, Dimitrios, 0000-0003-3301-6255; Bazant, Martin Z., 0000-0002-8200-4501; Harris, Stephen J., 0000-0002-5211-3934; Chueh, William C., 0000-0002-7066-3470; Braatz, Richard D., 0000-0003-4304-3484 | Nature Energy | 2019 | NA |
| 10.1038/s41586-020-1994-5 | Closed-Loop Optimization Of Fast-Charging Protocols For Batteries With Machine Learning | Attia, Peter M.; Grover, Aditya; Jin, Norman; Severson, Kristen A.; Markov, Todor M.; Liao, Yang-Hung; Chen, Michael H.; Cheong, Bryan; Perkins, Nicholas; Yang, Zi; Herring, Patrick K.; Aykol, Muratahan; Harris, Stephen J.; Braatz, Richard D.; Ermon, Stefano; Chueh, William C. | Nature | 2020 | NA |
| 10.1038/s42256-020-0156-7 | Predicting The State Of Charge And Health Of Batteries Using Data-Driven Machine Learning | Ng, Man-Fai; Zhao, Jin; Yan, Qingyu; Conduit, Gareth J.; Seh, Zhi Wei, 0000-0003-0953-567X | Nature Machine Intelligence | 2020 | NA |
| 10.1109/tie.2018.2798606 | Fractional-Order Model-Based Incremental Capacity Analysis For Degradation State Recognition Of Lithium-Ion Batteries | Tian, Jinpeng, 0000-0001-7398-9698; Xiong, Rui, 0000-0003-4608-7597; Yu, Quanqing, 0000-0003-1146-5340 | Ieee Transactions On Industrial Electronics | 2019 | NA |
| 10.1109/tie.2018.2808918 | Lithium-Ion Battery Remaining Useful Life Prediction With Box<U+2013>Cox Transformation And Monte Carlo Simulation | Zhang, Yongzhi, 0000-0002-5451-7318; Xiong, Rui, 0000-0003-4608-7597; He, Hongwen, 0000-0003-2874-1858; Pecht, Michael G., 0000-0003-1126-8662 | Ieee Transactions On Industrial Electronics | 2019 | NA |
| 10.1109/tie.2018.2880703 | A Novel Estimation Method For The State Of Health Of Lithium-Ion Battery Using Prior Knowledge-Based Neural Network And Markov Chain | Dai, Houde, 0000-0001-7417-7974; Zhao, Guangcai; Lin, Mingqiang, 0000-0001-6637-2702; Wu, Ji, 0000-0003-3320-3704; Zheng, Gengfeng | Ieee Transactions On Industrial Electronics | 2019 | NA |
| 10.1109/tii.2018.2794997 | Gaussian Process Regression For |
Richardson, Robert R., 0000-0001-7793-3077; Birkl, Christoph R.; Osborne, Michael A., 0000-0003-1959-012X; Howey, David A., 0000-0002-0620-3955 | Ieee Transactions On Industrial Informatics | 2019 | NA |
| 10.1109/tvt.2018.2805189 | Long Short-Term Memory Recurrent Neural Network For Remaining Useful Life Prediction Of Lithium-Ion Batteries | Zhang, Yongzhi, 0000-0002-5451-7318; Xiong, Rui, 0000-0003-4608-7597; He, Hongwen, 0000-0003-2874-1858; Pecht, Michael G., 0000-0003-1126-8662 | Ieee Transactions On Vehicular Technology | 2018 | NA |
| 10.1109/tvt.2018.2864688 | Lithium-Ion Battery Health Prognosis Based On A Real Battery Management System Used In Electric Vehicles | Xiong, Rui, 0000-0003-4608-7597; Zhang, Yongzhi, 0000-0002-5451-7318; Wang, Ju; He, Hongwen, 0000-0003-2874-1858; Peng, Simin, 0000-0001-8421-2139; Pecht, Michael, 0000-0003-1126-8662 | Ieee Transactions On Vehicular Technology | 2019 | NA |
| 10.1109/tvt.2018.2880085 | A Novel Fractional Order Model For State Of Charge Estimation In Lithium Ion Batteries | Xiong, Rui, 0000-0003-4608-7597; Tian, Jinpeng, 0000-0001-7398-9698; Shen, Weixiang, 0000-0002-4666-5126; Sun, Fengchun | Ieee Transactions On Vehicular Technology | 2019 | NA |